Coder Social home page Coder Social logo

breast-cancer-risk-predictor's Introduction

BC risk predictor

This website allows you to predicts a woman's risk of breast cancer within one year.

Purpose

Breast cancer is the most common cancer for women in the United States as one in eight US women develop invasive breast cancer over their lifetime. Accurate assessment of a woman’s risk of developing breast cancer is essential for making correct medical decisions and recommendations such as lifestyle changes and medical interventions. This risk calculator is intended for women aged 35-87 who have recently had a screening mammogram, as well as their physicians. The calculation is based on logistic regression models developed by William Barlow and others and published in the Journal of the National Cancer Institute. The models require information about age group, breast density (from the screening mammography), previous breast procedures, first-degree family history of breast cancer, and some additional information for post-menopausal women. There are separate prediction models for premenopausal and postmenopausal women. The models were estimated from the Breast Cancer Surveillance Consortium, which had 2.3 million mammograms for about one million women.

breast-cancer-risk-predictor's People

Contributors

czhang2718 avatar

Stargazers

 avatar  avatar  avatar

Watchers

 avatar

breast-cancer-risk-predictor's Issues

Help needed!

Hello ..could you please help me with the code for your project as I'm learning to work on the same concept.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.